- Aim: Write a program to implement Tokenization of text
- Aim: Write a program to implement Tokenization of paragraph.
- Aim: Write a program to implement Stop word removal.
- Aim: Write a program to implement Stemming of text
- Aim: Write a program to implement Lemmatization.
- Aim: Write a program to implement POSTagging
- Aim: Write a program to perform Natural Language Processing(NLP) on a given paragraph by removing stopwords, tokenizing the text, and identifying the Part-of-Speech (POS) tags (such as noun, verb, adjective) for each word using the NLTK library in python.
- Aim: Write a program to implement N-gram Model
- Aim: Write a program to Build a custom NER system A. Usingnltklibrary. B. Using Spacy.
- Aim: Write a program to create different text representations a. Write a program to create a bag of words (BoW) representations. b. Write a program to create tf_idf text representations
- Aim: Write a program to Compare Bow vector with TF-IDF vector using Cosine similarity
- Aim: Write a programfor Training and using word embeddings a. Word2Vec b. GloVe
- Aim: Write a program to implement a text classifier using NaiveBayes with Scikit-learn
- Aim:Write a program to build a Sentiment Analysis System.
- Aim: Write a program to create a text summarization tool. Abstarctive Extractive Text Summarization
Stay tuned, stay informed!